Explain your final year project what is logistic regression and explain this on detail?

Question

Accepted Answer

My final year project was on logistic regression.

Logistic regression is a statistical model used to predict binary outcomes.
It is a type of regression analysis where the dependent variable is categorical.
The model estimates the probability of the outcome based on the input variables.
It uses a logistic function to map the predicted values to probabilities.
The model is commonly used in various fields like finance, marketing, and healthcare.
For example, logistic regression can be used to predict whether a customer will churn or not based on their demographic and behavioral data.
It can also be used in medical research to predict the likelihood of a disease based on patient characteristics.

Top Cambridge Technology Enterprises Engineer Trainee interview questions & answers